Progress on neural parton distributions

Progress on neural parton distributions

We give a status report on the determination of a set of parton distributions based on neural networks. In particular, we summarize the determination of the nonsinglet quark distribution up to NNLO, we compare it with results obtained using other approaches, and we discuss its use for a determinatio...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Rojo, J, Ball, R, Del Debbio, L, Forte, S, Guffanti, A, Latorre, J, Piccione, A, Ubiali, M
Fformat:	Journal article
Iaith:	English
Cyhoeddwyd:	2007

Eitemau Tebyg

Update on neural network parton distributions: NNPDF1.1
gan: Rojo, J, et al.
Cyhoeddwyd: (2012)

A determination of parton distributions with faithful uncertainty estimation
gan: Ball, R, et al.
Cyhoeddwyd: (2009)

Progress in the neural network determination of polarized parton distributions
gan: Rojo, J, et al.
Cyhoeddwyd: (2010)

Fitting parton distribution data with multiplicative normalization uncertainties
gan: Ball, R, et al.
Cyhoeddwyd: (2010)

Neural network approach to parton distributions fitting
gan: Piccione, A, et al.
Cyhoeddwyd: (2006)

A first unbiased global NLO determination of parton distributions and their uncertainties
gan: Ball, R, et al.
Cyhoeddwyd: (2010)

Neural network determination of parton distributions: The nonsinglet case
gan: Del Debbio, L, et al.
Cyhoeddwyd: (2007)

Erratum to: "A determination of parton distributions with faithful uncertainty estimation" [Nucl. Phys. B 809 (2009) 1-63] (DOI:10.1016/j.nuclphysb.2008.09.037)
gan: Ball, R, et al.
Cyhoeddwyd: (2009)

Parton distributions: Determining probabilities in a space of functions
gan: Ball, R, et al.
Cyhoeddwyd: (2011)

Parton distributions with LHC data
gan: Ball, R, et al.
Cyhoeddwyd: (2013)

Unbiased global determination of parton distributions and their uncertainties at NNLO and at LO
gan: Ball, R, et al.
Cyhoeddwyd: (2012)

Impact of heavy quark masses on parton distributions and LHC phenomenology
gan: Ball, R, et al.
Cyhoeddwyd: (2011)

On the impact of NMC data on NLO and NNLO parton distributions and Higgs production at the Tevatron and the LHC
gan: Ball, R, et al.
Cyhoeddwyd: (2011)

Reweighting and unweighting of parton distributions and the LHC W lepton asymmetry data
gan: Ball, R, et al.
Cyhoeddwyd: (2012)

Parton distributions with QED corrections
gan: Ball, R, et al.
Cyhoeddwyd: (2013)

Precision NNLO determination of α s(M Z) using an unbiased global parton set
gan: Ball, R, et al.
Cyhoeddwyd: (2012)

Recent progress on nnpdf for LHC
gan: Ubiali, M, et al.
Cyhoeddwyd: (2008)

Recent progress on NNPDF for LHC
gan: Ubiali, M, et al.
Cyhoeddwyd: (2008)

Precision determination of alpha(S)(M-Z) using an unbiased global NLO parton set
gan: Lionetti, S, et al.
Cyhoeddwyd: (2011)

Towards parton distributions with fitted charm
gan: Groth-Merrild, P, et al.
Cyhoeddwyd: (2016)

Parton distributions from high-precision collider data
gan: Collaboration, TNNPDF, et al.
Cyhoeddwyd: (2017)

Parton distributions from high-precision collider data: NNPDF Collaboration
gan: Ball, R, et al.
Cyhoeddwyd: (2017)

Precision determination of electroweak parameters and the strange content of the proton from neutrino deep-inelastic scattering
gan: Ball, R, et al.
Cyhoeddwyd: (2009)

Unbiased determination of polarized parton distributions and their uncertainties
gan: Ball, R, et al.
Cyhoeddwyd: (2013)

Polarized parton distributions at an electron-ion collider
gan: Ball, R, et al.
Cyhoeddwyd: (2014)

Parton distributions from high-precision collider data
gan: Richard D. Ball, et al.
Cyhoeddwyd: (2017-10-01)

The NNPDF1.2 parton set: Implications for the LHC
gan: Rojo, J, et al.
Cyhoeddwyd: (2009)

Neural network determination of the non-singlet quark distribution
gan: Piccione, A, et al.
Cyhoeddwyd: (2007)

Parton distribution benchmarking with LHC data
gan: Ball, R, et al.
Cyhoeddwyd: (2013)

Parton distributions with threshold resummation
gan: Bonvini, M, et al.
Cyhoeddwyd: (2015)

Parton distributions in the LHC era
gan: Del Debbio Luigi
Cyhoeddwyd: (2018-01-01)

Reweighting NNPDFs: The W lepton asymmetry
gan: Ball, R, et al.
Cyhoeddwyd: (2011)

Erratum to "Reweighting NNPDFs: The W lepton asymmetry" [Nucl. Phys. B 849 (1) (2011) 112-143]
gan: Ball, R, et al.
Cyhoeddwyd: (2012)

The impact of heavy quark mass effects in the NNPDF global analysis
gan: Rojo, J, et al.
Cyhoeddwyd: (2010)

Second erratum to "Reweighting NNPDFs: The W lepton asymmetry" [Nucl. Phys. B 849 (1) (2011) 112-143]
gan: Ball, R, et al.
Cyhoeddwyd: (2012)

Theoretical issues in PDF determination and associated uncertainties
gan: Ball, R, et al.
Cyhoeddwyd: (2013)

Introduction to parton distribution functions
gan: Dittmar, M, et al.
Cyhoeddwyd: (2005)

An open-source machine learning framework for global analyses of parton distributions
gan: NNPDF Collaboration, et al.
Cyhoeddwyd: (2021-10-01)

An overview of lattice results for parton distribution functions
gan: Luigi Del Debbio
Cyhoeddwyd: (2024-04-01)

Parton distributions with threshold resummation
gan: Bonvini, Marco, et al.
Cyhoeddwyd: (2015)